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Nephila clavipes
JamesHart, this is what Argiope aurantia (female) looks like: http://bugguide.net/node/view/707550 Clearly, it's different from this spotting.
Here's another comparison shot that shows Nephila clavipes: http://bugguide.net/node/view/475618.